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Medical Image Segmentation using Genetic Algorithm
by
Divya Kaushik,
Utkarsha Singh,
Paridhi Singhal,
Vijai Singh
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 81 - Number 18 |
| Year of Publication: 2013 |
| Authors: Divya Kaushik, Utkarsha Singh, Paridhi Singhal, Vijai Singh |
10.5120/14222-2220
|
Divya Kaushik, Utkarsha Singh, Paridhi Singhal, Vijai Singh . Medical Image Segmentation using Genetic Algorithm. International Journal of Computer Applications. 81, 18 ( November 2013), 10-15. DOI=10.5120/14222-2220
@article{
10.5120/14222-2220,
author = {
Divya Kaushik,
Utkarsha Singh,
Paridhi Singhal,
Vijai Singh
},
title = { Medical Image Segmentation using Genetic Algorithm },
journal = {
International Journal of Computer Applications
},
issue_date = { November 2013 },
volume = { 81 },
number = { 18 },
month = { November },
year = { 2013 },
issn = { 0975-8887 },
pages = {
10-15
},
numpages = {9},
url = {
https://ijcaonline.org/archives/volume81/number18/14222-2220/
},
doi = { 10.5120/14222-2220 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:56:23.552770+05:30
%A Divya Kaushik
%A Utkarsha Singh
%A Paridhi Singhal
%A Vijai Singh
%T Medical Image Segmentation using Genetic Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 81
%N 18
%P 10-15
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Segmentation is used as the first and the most important phase in the recognition and treatment of a disease in analyzing medical images like MRI images. It is challenging due to poor contrast and artifacts that result in missing or diffuse organ/tissue boundaries. In this paper, we will discuss different ways to automate the segmentation of medical images. We except further improvements can be achieved by incorporating as much prior information as possible (e. g. texture, shape, & spatial location of organs) into a single framework.
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Index Terms
Computer Science
Information Sciences
Keywords